I’m a proactive AI/ML engineer with hands-on experience building multimodal medical imaging models, retrieval-augmented generation chatbots, and end-to-end ML pipelines on HPC infrastructure. I enjoy collaborating with cross-functional teams to turn data-driven insights into practical solutions, with a focus on robust engineering, performance optimization, and scalable experimentation. I thrive in fast-paced environments, have strong problem-solving and communication skills, and am passionate about applying AI to real-world challenges in healthcare, education, and beyond. I continually expand my toolkit through hands-on projects, open-source collaboration, and diverse internships.

Raha Habib Ahmed

I’m a proactive AI/ML engineer with hands-on experience building multimodal medical imaging models, retrieval-augmented generation chatbots, and end-to-end ML pipelines on HPC infrastructure. I enjoy collaborating with cross-functional teams to turn data-driven insights into practical solutions, with a focus on robust engineering, performance optimization, and scalable experimentation. I thrive in fast-paced environments, have strong problem-solving and communication skills, and am passionate about applying AI to real-world challenges in healthcare, education, and beyond. I continually expand my toolkit through hands-on projects, open-source collaboration, and diverse internships.

Available to hire

I’m a proactive AI/ML engineer with hands-on experience building multimodal medical imaging models, retrieval-augmented generation chatbots, and end-to-end ML pipelines on HPC infrastructure. I enjoy collaborating with cross-functional teams to turn data-driven insights into practical solutions, with a focus on robust engineering, performance optimization, and scalable experimentation.

I thrive in fast-paced environments, have strong problem-solving and communication skills, and am passionate about applying AI to real-world challenges in healthcare, education, and beyond. I continually expand my toolkit through hands-on projects, open-source collaboration, and diverse internships.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
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Language

English
Fluent
Arabic
Advanced

Work Experience

AI Engineer Intern at Al Hathboor Bik AI
March 1, 2025 - Present
Developed RET Foundation and MedGemma models on HPC infrastructure (multi-GPU, SLURM) for medical imaging tasks, including VQA pipelines using Hugging Face models and fine-tuning MedGemma 4B on image-label pairs.
AI Engineer Intern at Al Hathboor Bikal.ai
March 1, 2025 - Present
Developed and deployed RET Found and Med Gemma models on HPC infrastructure (multi-GPU, SLURM) for medical imaging tasks, including VQA pipelines using Hugging Face models and fine-tuning. Built a RAG-powered chatbot using Milvus vector database and OpenAI for semantic search across CRM data, enabling context-aware responses via Streamlit web interface with OAuth authentication. Optimized model performance through error analysis, hyperparameter tuning, and data augmentation, comparing fine-tuned and base model variants. Engineered end-to-end ML pipelines from embedding generation to vector similarity search and deployed workflows using Jupyter notebooks and Streamlit apps. Designed secure backend systems with configuration management, integrated multi-session chat, dynamic CRM data retrieval, and LLM-generated insights.
AI Engineer Intern at AL Hathboor Bikal.ai
March 1, 2025 - Present
Developed RAG chatbots using LangChain, LlamaIndex, and vector databases. Worked with structured and unstructured data, SQL databases, APIs, and web scraping techniques. Deployed Hugging Face models and automated AI workflows using low-code tools. Built AI applications and dashboards with Streamlit. Executed HPC workloads using SLURM and Linux CLI.
UI/UX Intern at Edukko
August 31, 2024 - August 19, 2025
Contributed to user experience testing by offering feedback that improved the platform for students and educators. Supported platform improvements alongside the development team, gaining insights into UX testing and design processes. Collaborated on team projects, enhancing problem-solving and communication skills in a fast-paced environment.
UI/UX Intern at Edukko
August 1, 2024 - Present
Contributed to user experience testing, providing feedback that improved the platform for students and educators. Supported platform improvements alongside the development team, gaining insights into UX testing and design processes. Collaborated on team projects to enhance problem-solving and communication skills in a fast-paced environment.
Apple Sales Representative at Sharaf DG
September 30, 2023 - August 19, 2025
Interacted with customers to understand their requirements and provide personalised recommendations. Consistently met and exceeded monthly sales targets, reflecting a strong commitment to performance.
Apple Sales Representative at Sharaf DG
September 30, 2023 - August 16, 2025
Represented Apple at Sharaf DG Mushrif Mall, Abu Dhabi. Interacted with customers to understand their requirements and provided personalized product recommendations. Consistently met and exceeded monthly sales targets, demonstrating a strong commitment to performance. Awarded the prestigious Apple Champion badge for delivering exceptional service and sales results.
Apple Sales Representative at Sharaf DG
September 1, 2023 - September 10, 2025
Interacted with customers to understand their requirements and provide personalized recommendations.

Education

Bachelor of Computer Science at University of Wollongong
January 1, 2023 - December 31, 2025
IGCSE, A Level at Cambridge High School, Dubai
January 1, 2021 - December 31, 2021
Bachelor of Computer Science at University of Wollongong
January 1, 2023 - December 31, 2025
Cambridge A Levels at Cambridge High School
September 1, 2019 - June 30, 2021
Bachelor of Computer Science at University of Wollongong in Dubai
January 1, 2023 - December 1, 2025
Cambridge A Levels at Cambridge High School
September 1, 2019 - June 1, 2021

Qualifications

SAP Certified Associate - Implementation Consultant - SAP S/4HANA Cloud Public Edition
January 11, 2030 - August 16, 2025
High Achiever Certificate, Pearson
February 1, 2020 - August 16, 2025
Apple Champion
August 1, 2023 - August 19, 2025
Hackathon - Third Place Unstop
May 1, 2024 - August 19, 2025
High Achiever Certificate Pearson
February 1, 2020 - August 19, 2025
Implementation Consultant - SAP S/4HANA Cloud Public Edition
January 11, 2030 - August 19, 2025
SAP Certified Associate Cybersecurity Fundamentals IBM
January 11, 2030 - August 19, 2025
Exploring SAP Cloud ERP SAP Data Fundamentals IBM
January 11, 2030 - August 19, 2025
Data Analytics Job Simulation Deloitte Australia
January 11, 2030 - August 19, 2025
Evaluation and Light Customization of Large Language Models NVIDIA AI Fundamentals IBM
January 11, 2030 - August 19, 2025
SAP Certified Associate - SAP Cloud ERP
January 11, 2030 - September 10, 2025
Cybersecurity Fundamentals - IBM
January 11, 2030 - September 10, 2025
Data Analytics - IBM
January 11, 2030 - September 10, 2025

Industry Experience

Education, Retail, Software & Internet, Professional Services, Healthcare, Gaming